Back to search

Article

A Reproducible Computational Framework for Parsing, Section-Aware Similarity Modeling, and Provenance Analysis of Materia Medica Pura

2026-06-03

Abstract excerpt

<h4>Background: </h4> Hahnemann’s Materia Medica Pura encodes the primary proving evidence for 67 classical remedies in prose structured for clinical reading rather than computational processing. Symptom boundaries, authority attributions, and editorial annotations remain embedded in unstructured text, making reproducible audit at the symptom and provenance level difficult without governed extraction logic. Object...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
a81b36dd-852b-5616-a036-42f873fc4f5d
DOI
10.20944/preprints202606.0264.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A Reproducible Computational Framework for Parsing, Section-Aware Similarity Modeling, and Provenance Analysis of Materia Medica PuraDOI 10.20944/preprints202606.0264.v1
From Proving to Canon the Genealogy of Classical Homeopathic Materia Medica and What Computational Analysis Reveals About Its Epistemological StructureSemantic proximity
From Proving to Canon The Genealogy of Classical Homeopathic Materia Medica and What Computational Analysis Reveals About Its Epistemological StructureSemantic proximity
GeneKnow: An auditable AI framework for source-grounded biological evidence synthesisSemantic proximity
Graph-Augmented Retrieval for Digital Evidence-Based Medical Synthesis: A Proof-of-Concept Study on Topology-Aware Mechanistic Narrative GenerationSemantic proximity
A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note TypesSemantic proximity
Systematic post-publication accuracy assessment in medical educational content: development and pilot validation of a five-category taxonomic frameworkSemantic proximity
Quality, consistency, and clinical safety of AI-generated versus clinician-written clinical notes: a multi-country paired simulation studySemantic proximity
C-RLM: Schema-Enforced Recursive Synthesis for Auditable, Long-Context Clinical DocumentationSemantic proximity
Adverse Drug Events Across Data-Production Contexts: Multilingual Detection, Alignment, and Cross-Genre Discourse AnalysisSemantic proximity
Reinforcement Learning for the Computational Interpretation of Classical Medical Heritage TextsSemantic proximity
Free-text MAUDE narratives provide a source-robust representation layer for biomaterial-device surveillanceSemantic proximity
Diagnosing event dependence in computer-generated-content retraction metadata, 2010–2025Semantic proximity
Select a neighboring publication to make it the new centre.